180 AMSTERDAM
1 Intoduction
This report is one of 493,845 that I will make, and one of 104,070,413 that could be made.
I “toke” the 1.4 TB Linked-In data that was breached in 2020, and turned it into some insights to power my job HUNT.
The insights I could share in this report, that are also related to my goals, are:
- Industry base recruitment trend.
- Company base workforce timeline.
- Current/part workforce info:
- Basic info: Name, job title, status, social link. I could add geo-location for some that have the data, but it would look creepy.
- Their work period.
- Their experiences.
2 About me
Salutations; I’m Joseph, a self-taught data analyst, engineer, and scraper.
Despite life’s challenges, my goal remains a remote job, either full or part-time, and having friends to tackle the challenges of this changing world with.
To show my skills and dedication, I made a project that yielded this tailored report.
3 About the project
3.1 How this project comes to life?
First time I searched for a remote job I scraped contact info from Google map, then switch to LinkedIn… But I could never contact anyone on a “personal level”; So, I remembered the existance of a 2020 LinkedIn data leak and decided to give it a try.
The tools I used are: Python, Polars, and DuckDB
3.2 The process
The process was done in my local machine, and it was as followed.

4 General graphs
4.1 marketing and advertising indestry’s yearly new recruit count
4.2 180 amsterdam’s workforce status over the years
5 Workforce sample
5.1 Abraham Turner
Job title: Global account manager
Associated: True
Socials: https://facebook.com/100004460479272 | https://linkedin.com/in/abraham-turner-8a669649
5.1.1 Abraham Turner’s working period at 180 amsterdam
5.1.2 Gantt plot of Abraham Turner’s experience
5.2 Akvilina Jaskunaite
Job title: Business affairs manager
Associated: True
Socials: https://linkedin.com/in/akvilina-jaskunaite-6b541946
5.2.1 Akvilina Jaskunaite’s working period at 180 amsterdam
5.2.2 Gantt plot of Akvilina Jaskunaite’s experience
5.3 Andre Teixeira
Job title: Diretor
Associated: False
Socials: https://linkedin.com/in/andre-teixeira-30b6554b
5.3.1 Andre Teixeira’s working period at 180 amsterdam
5.3.2 Gantt plot of Andre Teixeira’s experience
5.4 Benjamin Bregeault
Job title: Senior creative
Associated: False
Socials: https://linkedin.com/in/benjamin-bregeault-632b4b2a | https://linkedin.com/in/benjaminbregeault
5.4.1 Benjamin Bregeault’s working period at 180 amsterdam
5.4.2 Gantt plot of Benjamin Bregeault’s experience
5.5 Dee Ramadan
Job title: Freelance photographer
Associated: False
Socials: https://linkedin.com/in/dee-ramadan-539a2795
5.5.1 Dee Ramadan’s working period at 180 amsterdam
5.5.2 Gantt plot of Dee Ramadan’s experience
5.6 Eleanor Fitzgerald
Job title: Integrated project director
Associated: True
Socials: https://linkedin.com/in/eleanor-fitzgerald-60672a19
5.6.1 Eleanor Fitzgerald’s working period at 180 amsterdam
5.6.2 Gantt plot of Eleanor Fitzgerald’s experience
5.7 Houssin Ghanmi
Job title: Laam
Associated: True
Socials: https://linkedin.com/in/houssin-ghanmi-8744b188
5.7.1 Houssin Ghanmi’s working period at 180 amsterdam
5.7.2 Gantt plot of Houssin Ghanmi’s experience
5.8 Ingrid Tappin
Job title: Digital media producer
Associated: False
Socials: https://facebook.com/ingridtappin | https://linkedin.com/in/ingridtappin | https://twitter.com/ingridtappin | https://linkedin.com/in/ingrid-tappin-188b78 | https://angel.co/drs-ingrid-tappin
5.8.1 Ingrid Tappin’s working period at 180 amsterdam
5.8.2 Gantt plot of Ingrid Tappin’s experience
5.9 Israel Santiago
Job title: Dancarino
Associated: True
Socials: https://linkedin.com/in/israel-santiago-a0715769
5.9.1 Israel Santiago’s working period at 180 amsterdam
5.9.2 Gantt plot of Israel Santiago’s experience
5.10 Joe Craig
Job title: Creative director
Associated: True
Socials: https://linkedin.com/in/joe-craig-688b6b1a
5.10.1 Joe Craig’s working period at 180 amsterdam
5.10.2 Gantt plot of Joe Craig’s experience
5.11 Jordan Cross
Job title: Integrated producer
Associated: True
Socials: https://linkedin.com/in/jordan-cross-05412a24
5.11.1 Jordan Cross’s working period at 180 amsterdam
5.11.2 Gantt plot of Jordan Cross’s experience
5.12 Jose Hernandez
Job title: Creative
Associated: True
Socials: https://linkedin.com/in/asorl3 | https://linkedin.com/in/jose-hernandez-a7781434
5.12.1 Jose Hernandez’s working period at 180 amsterdam
5.12.2 Gantt plot of Jose Hernandez’s experience
5.13 Jose Iguaran
Job title: 1
Associated: True
Socials: https://linkedin.com/in/jose-vicente-gonzalez-iguaran-4945bb78
5.13.1 Jose Iguaran’s working period at 180 amsterdam
5.13.2 Gantt plot of Jose Iguaran’s experience
5.14 Kerry Murphy
Job title: Freelance motion graphics designer
Associated: False
Socials: https://twitter.com/k3rrymurphy | https://linkedin.com/in/kerrymurphy
5.14.1 Kerry Murphy’s working period at 180 amsterdam
5.14.2 Gantt plot of Kerry Murphy’s experience
5.15 Leonie Wardenaar
Job title: Freelance redacteur
Associated: True
Socials: https://linkedin.com/in/leonie-wardenaar-493baa23
5.15.1 Leonie Wardenaar’s working period at 180 amsterdam
5.15.2 Gantt plot of Leonie Wardenaar’s experience
5.16 Lucas Andrade
Job title: 1.000
Associated: True
Socials: https://linkedin.com/in/lucas-andrade-71b9aa56
5.16.1 Lucas Andrade’s working period at 180 amsterdam
5.16.2 Gantt plot of Lucas Andrade’s experience
5.17 Mark Kenny
Job title: It manager
Associated: True
Socials: https://twitter.com/markkenny | https://facebook.com/markkennynl | https://vimeo.com/markkenny | https://flickr.com/people/markkenny | https://linkedin.com/in/markkenny
5.17.1 Mark Kenny’s working period at 180 amsterdam
5.17.2 Gantt plot of Mark Kenny’s experience
5.18 Mike Godlieb
Job title: Photographer
Associated: True
Socials: https://linkedin.com/in/mikegodlieb | https://twitter.com/mikegodlieb | https://facebook.com/mike.godlieb
5.18.1 Mike Godlieb’s working period at 180 amsterdam
5.18.2 Gantt plot of Mike Godlieb’s experience
5.19 Mohamad Banihani
Job title: Stydant
Associated: True
Socials: https://linkedin.com/in/mohamad-banihani-3bbba06b
5.19.1 Mohamad Banihani’s working period at 180 amsterdam
5.19.2 Gantt plot of Mohamad Banihani’s experience
5.20 Natalie Macarthur
Job title: Senior advertising manager
Associated: False
Socials: https://linkedin.com/in/natalie-macarthur-3765235 | https://facebook.com/natalieamacarthur | https://twitter.com/nmacarthur
5.20.1 Natalie Macarthur’s working period at 180 amsterdam
5.20.2 Gantt plot of Natalie Macarthur’s experience
5.21 Omar Durgham
Job title: Jdb
Associated: True
Socials: https://linkedin.com/in/omar-durgham-28527a59
5.21.1 Omar Durgham’s working period at 180 amsterdam
5.21.2 Gantt plot of Omar Durgham’s experience
5.22 Rachel Perry
Job title: Producer and project manager
Associated: False
Socials: https://linkedin.com/in/rachel-perry-36706510 | https://linkedin.com/in/raperry
5.22.1 Rachel Perry’s working period at 180 amsterdam
5.22.2 Gantt plot of Rachel Perry’s experience
5.23 Rafig Almaghariabe
Job title: Eduction
Associated: True
Socials: https://linkedin.com/in/rafig-almaghariabe-40997b6a
5.23.1 Rafig Almaghariabe’s working period at 180 amsterdam
5.23.2 Gantt plot of Rafig Almaghariabe’s experience
5.24 Ricardo Adolfo
Job title: Copywriter
Associated: False
Socials: https://linkedin.com/in/ricardoadolfo
5.24.1 Ricardo Adolfo’s working period at 180 amsterdam
5.24.2 Gantt plot of Ricardo Adolfo’s experience
5.25 Richard Cashdan
Job title: Senior freelance copywriter
Associated: False
Socials: https://linkedin.com/in/richard-cashdan-1a4a2315
5.25.1 Richard Cashdan’s working period at 180 amsterdam
5.25.2 Gantt plot of Richard Cashdan’s experience
5.26 Roald Van Oosten
Job title: Workspace
Associated: True
Socials: https://facebook.com/roald.vanoosten | https://linkedin.com/in/rvanoosten
5.26.1 Roald Van Oosten’s working period at 180 amsterdam
5.26.2 Gantt plot of Roald Van Oosten’s experience
5.27 Sarr Gor
Job title: Mae gor
Associated: True
Socials: https://linkedin.com/in/sarr-mame-gor-15b8a89b
5.27.1 Sarr Gor’s working period at 180 amsterdam
5.27.2 Gantt plot of Sarr Gor’s experience
5.28 Stephane Lecoq
Job title: Creative director
Associated: True
Socials: https://linkedin.com/in/stephane-lecoq-5b2b3710 | https://facebook.com/stephane.lecoq.946
5.28.1 Stephane Lecoq’s working period at 180 amsterdam
5.28.2 Gantt plot of Stephane Lecoq’s experience
5.29 Taelor Ekaterini
Job title: Sale at 180 amsterdam
Associated: True
Socials: https://linkedin.com/in/taelor-ekaterini-3318a260
5.29.1 Taelor Ekaterini’s working period at 180 amsterdam
5.29.2 Gantt plot of Taelor Ekaterini’s experience
5.30 Terri Dipaolo
Job title: Business affairs manager
Associated: False
Socials: https://linkedin.com/in/terri-dipaolo-9399444
5.30.1 Terri Dipaolo’s working period at 180 amsterdam
5.30.2 Gantt plot of Terri Dipaolo’s experience
5.31 Terry Doyle
Job title: Janitor
Associated: True
Socials: https://linkedin.com/in/terry-doyle-20277528
5.31.1 Terry Doyle’s working period at 180 amsterdam
5.31.2 Gantt plot of Terry Doyle’s experience
5.32 Thomas Johnson
Job title: Information technology - mac and unix specialist
Associated: True
Socials: https://twitter.com/ntmatter | https://stackoverflow.com/users/140930 | https://github.com/ntmatter | https://flickr.com/people/ntmatter | https://linkedin.com/in/ntmatter | https://facebook.com/ntmatter
5.32.1 Thomas Johnson’s working period at 180 amsterdam
5.32.2 Gantt plot of Thomas Johnson’s experience
5.33 Toon Leysen
Job title: Art director
Associated: True
Socials: https://twitter.com/toonleysen | https://linkedin.com/in/toonleysen
5.33.1 Toon Leysen’s working period at 180 amsterdam
5.33.2 Gantt plot of Toon Leysen’s experience
5.34 Youssef Amekrane
Job title: Amekraney@gmail.com
Associated: True
Socials: https://linkedin.com/in/youssef-amekrane-9232594b